Image Operators: Image Processing in Python - Hardcover

Kinser, Jason M.

 
9781498796187: Image Operators: Image Processing in Python
Hardcover
ISBN 10: 1498796184 ISBN 13: 9781498796187
Verlag: CRC Press, 2018

Inhaltsangabe

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained stagnant. Often, textual descriptions of an analytical protocol consume far more real estate than does the computer code required to execute the processes. Furthermore, the textual explanations are sometimes vague or incomplete. This book offers a precise mathematical language for the field of image processing. Defined operators correspond directly to standard library routines, greatly facilitating the translation between mathematical descriptions and computer script. This text is presented with Python 3 examples.

  • This text will provide a unified language for image processing

  • Provides the theoretical foundations with accompanied Python® scripts to precisely describe steps in image processing applications

  • Linkage between scripts and theory through operators will be presented

  • All chapters will contain theories, operator equivalents, examples, Python® codes, and exercises

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Über die Autorin bzw. den Autor

Jason M Kinser, DSc, has been an associate professor at George Mason University for more than 18 years teaching courses in physics, computational science, bioinformatics and forensic science. Recently, he converted the traditional university physics course into an active learning technology environment at GMU. His research interests include modern teaching techniques, more effective methods in text-based education, image operators and analysis, pulse image processing and multi-domain data analysis. This book was born from a desire to engage students in physics education and to find ways of reducing the external costs that both students and institutions incur within the traditional education framework.Jason M Kinser, DSc, has been an associate professor at George Mason University for more than 18 years teaching courses in physics, computational science, bioinformatics and forensic science. Recently, he converted the traditional university physics course into an active learning technology environment at GMU. His research interests include modern teaching techniques, more effective methods in text-based education, image operators and analysis, pulse image processing and multi-domain data analysis. This book was born from a desire to engage students in physics education and to find ways of reducing the external costs that both students and institutions incur within the traditional education framework.

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Verlag
CRC Press
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
1498796184
ISBN 13 
9781498796187
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
366
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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Softcover